---
requirements:
- accelerate==1.2.0
- appnope==0.1.4
- artifact-map==0.3
- asttokens==3.0.0
- certifi==2024.8.30
- charset-normalizer==3.4.0
- comm==0.2.2
- contourpy==1.3.1
- cycler==0.12.1
- debugpy==1.8.9
- decorator==5.1.1
- executing==2.1.0
- filelock==3.16.1
- fonttools==4.55.2
- fsspec==2024.10.0
- huggingface-hub==0.26.5
- idna==3.10
- ipykernel==6.29.5
- ipython==8.30.0
- jedi==0.19.2
- Jinja2==3.1.4
- jupyter_client==8.6.3
- jupyter_core==5.7.2
- kiwisolver==1.4.7
- MarkupSafe==3.0.2
- matplotlib==3.9.3
- matplotlib-inline==0.1.7
- mpmath==1.3.0
- nest-asyncio==1.6.0
- networkx==3.4.2
- numpy==2.1.3
- packaging==24.2
- pandas==2.2.3
- parso==0.8.4
- pexpect==4.9.0
- pillow==11.0.0
- platformdirs==4.3.6
- prompt_toolkit==3.0.48
- psutil==6.1.0
- ptyprocess==0.7.0
- pure_eval==0.2.3
- Pygments==2.18.0
- pyparsing==3.2.0
- python-dateutil==2.9.0.post0
- pytz==2024.2
- PyYAML==6.0.2
- pyzmq==26.2.0
- regex==2024.11.6
- requests==2.32.3
- safetensors==0.4.5
- six==1.17.0
- stack-data==0.6.3
- sympy==1.13.1
- tokenizers==0.21.0
- torch==2.5.1
- torchvision==0.20.1
- tornado==6.4.2
- tqdm==4.67.1
- traitlets==5.14.3
- transformers==4.47.0
- typing_extensions==4.12.2
- tzdata==2024.2
- urllib3==2.2.3
- wcwidth==0.2.13
---
## The Model Architecture
![alt text](images/image.png)
## The Results
![alt text](images/image-1.png)
![alt text](images/image-2.png)